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  • Home
  • Quick start
    • FAQ
      • Billing
      • Integrations
      • Platform
      • Scanner
      • Ask our pentesters to explain a vulnerability
      • Fix code with gen AI from the IDE
      • See safe dependency versions
      • Import repositories to test
      • Invite team members to sign up
      • Billing for the Advanced plan
      • Continuous Hacking free trial, plans and pricing
      • Continuous Hacking methodology
      • Continuous Hacking PoV
      • CVSSF metric
      • Glossary
      • Main website
      • Platform demo
      • Tutorial videos
      • What is DAST?
      • What is SAST?
      • What is SCA?
      • Assign vulnerability remediation to a team member
      • See details of the reported security vulnerabilities
    • Sign up to Fluid Attacks
      • Break the build
      • Install CI Gate to break the build
      • Verify whether a fix was successful
  • Find and fix
    • Use the platform
        • Sign-up and login
        • Interface and sections
        • Create and delete groups
        • Create another organization
        • Know your Groups section
        • Manage a group's configuration
        • Register payment information
        • See the target of evaluation's status and SBOM
        • Sort groups into portfolios
        • Invite contributing developers
        • Manage members
        • Manage your organization's authors
        • Understand roles
        • Import repositories fast and safely with OAuth
        • Manage environments
        • Manage repositories
        • Manage your credentials
        • Resolve events impeding tests
        • See retrieved repositories not yet added to any group
        • Analyze your supply chain security
        • Assign treatments
        • Correlate your threat model to vulnerabilities
        • CVSS score adjustment
        • Examine the evidence of exploitability
        • Find reachable dependency vulnerabilities
        • Request a vulnerability be dismissed as Zero Risk
        • See vulnerabilities assigned to you
        • See where vulnerabilities are and more details
        • Verify fixes with reattacks
        • Vulnerability signature update
        • Ask the AI Agent
        • Ask via chat
        • Post comments
        • Send Fluid Attacks an email
        • Talk to a Pentester
        • Watch certifiable tutorial videos or get a demo
        • Access recent downloads
        • Check your compliance with standards
        • View analytics common to orgs, groups and portfolios
        • Download a report of detected vulnerabilities
        • View analytics for the group level only
        • View analytics for the portfolio level only
        • Use analytics charts options
        • View and download logs
        • Accept vulnerabilities
        • Manage fix prioritization policies
        • Manage security gates
        • Prevent the deployment of builds with vulnerabilities
        • View details of the security of your builds
        • Explore the user menu
        • Enable and disable notifications
        • Subscribe to News
        • Leave a group
      • Manage repositories
      • See vulnerabilities
        • Fluid Attacks' scanners
        • OWASP Benchmark results
        • Your feedback
      • Use the scanners
        • Local run
        • CI/CD integration
        • Understanding outputs
        • Findings exclusion
      • Use a configuration file
        • SAST scanner
        • SCA scanner
        • DAST scanner
        • APK scanner
      • Automatic remediation
      • Custom remediation guides
      • Introduction to Sorts
      • Sorts user guide
      • Connection mechanisms
      • Cloud connection
      • Egress connection
      • Connector connection
      • Types of authentication
      • AWS CodeCommit
    • Service-level agreement
      • Availability SLA
      • Response SLA
      • Accuracy SLA
      • False negatives
      • False positives
      • Scope
    • Support information
      • Changelog
        • 2023
        • 2024
        • 2025
        • 2026
      • Roadmap
      • AI functions
      • Attack surfaces
      • Binaries
      • Browsers
      • CI/CD
      • Clouds
      • CVEs for reachability
      • Evidence formats
      • Frameworks
      • IDE functionalities
      • Languages
      • Languages for fixes
      • Package managers
      • Remediation
      • SCM systems
      • Secrets
      • Standards
      • Ticketing systems
      • Documentation sections
  • Integrations
      • Local tools
      • Access Talk to a Pentester and help from Jira issues
      • Automate Jira issue creation
      • Create Jira issues for vulnerabilities
      • Go to vulnerability evidence and more from Jira issues
      • Install the Fluid Attacks app for Jira Cloud
      • Link vulnerabilities to Jira issues or unlink them
      • Request reattacks from Jira issues
      • Set up the Jira integration
      • Set up the Azure DevOps integration
      • Set up the GitLab integration
      • Install the VS Code extension
      • View vulnerable lines, use fix options and more
      • VS Code extension error and solution catalog
      • Identify and address vulnerabilities from IntelliJ
      • Install the IntelliJ plugin
      • Identify and address vulnerabilities from Cursor
      • Install the Cursor extension
      • AWS Marketplace integration
    • MCP server
      • Installation
      • Capabilities and use cases
      • Docker installation
      • Excluding files from analysis
      • Integrate with Azure DevOps Peer Reviewer Assistant
      • Integrate with GitLab Peer Reviewer Assistant
      • Troubleshooting
      • Introduction
      • Use the API
      • Learn the basics of the Fluid Attacks API
      • Things to know before using the API
  • Stack
      • Bash
      • Python
      • Terraform
      • TypeScript
      • Ariadne
      • Commitlint
      • D3
      • Docker
      • ESLint
      • GraphQL
      • Hypercorn
      • Kubernetes
      • Labels
      • Mypy
      • Nix Flakes
      • Platform audit logs
      • Platform authentication
      • Platform authorization
      • Pydantic AI
      • React
      • Ruff
      • Sops
      • Starlette
      • Tree-sitter
      • Visual Studio Code
      • AWS
      • Batch
      • Bedrock
      • BigCodeBench
      • BugSnag
      • Checkly
      • Claude 3.5 Sonnet
      • Cloudflare
      • CloudWatch
      • Cost Management
      • Datadog
      • dbt
      • DynamoDB
      • EBS
      • EC2
      • EKS
      • ELB
      • Engineering metrics
      • ePayco
      • EventBridge
      • GitLab
      • GitLab CI
      • Google Workspace
      • IAM
      • Jamf
      • KMS
      • Lambda
      • LogRocket
      • Okta
      • OpenAI
      • OpenSearch
      • Organizations
      • QuickSight
      • S3
      • SageMaker
      • Snowflake
      • Statuspage
      • Step Functions
      • Stripe
      • Treli
      • Ubiquiti
      • Vanta
      • Voyage AI
      • VPC
      • VPN
      • Zoho One
      • Zoho Sign
    • Pentesting tools
  • Compliance
    • Authentication
      • Clients
      • Password policies
      • Staff
    • Authorization
      • Access revocation
      • Clients
      • Employee termination
      • Endpoints
      • Secret rotation
      • Sessions
      • Staff
    • Availability
      • Distributed apps
      • Distributed firewall
      • Everything backed up
      • Multiple zones
      • Recovery objective
    • Confidentiality
      • Device (re)enrolling
      • Direct hiring
      • Encryption at rest
      • Encryption in transit
      • No personal gain
      • Personnel NDA
      • Secure deletion
    • Integrity
      • Applicant evaluation
      • Awareness
      • Certification Hub
      • Certified cloud provider
      • Certified security analysts
      • Comprehensive reporting
      • Developing for integrity
      • Monitoring
      • Production data isolation
      • Secure emails
      • SLSA compliance
      • Standard timezone
      • Static website
      • Training plan
    • Non-repudiation
      • Everything as code
      • Extensive logs
    • Privacy
      • Data privacy policy
      • Data retention policy
      • Data use policy
      • Email obfuscation
      • Time tracking
      • Manual for the NDR
      • OTR messaging
      • Polygraph tests
      • Project pseudonymization
      • Data transmission
      • Unsubscribe email
      • Use of cookies
    • Resilience
      • Continuity and recovery
      • Equipment and telecommuting
      • Everything is decentralized
      • Redundant roles
    • Transparency
      • Complaint management
      • Data leakage policy
      • Ethics hotline
      • Help channel
      • Incident management
      • Information security responsibility
      • Open source
      • Quality policy
      • Status page
      • Testing our technology
      • Vulnerability releasing
  • Compare
    • 42Crunch
    • 7 Way Security
    • Aikido
    • Anvil Secure
    • Apiiro
    • AppCheck
    • Appdome
    • Appknox
    • Aqua
    • ArmorCode
    • Arnica
    • Astra
    • Base4
    • Bishop Fox
    • Black Duck
    • Black Hills
    • Breachlock
    • Bright Security
    • Burp Suite
    • Checkmarx
    • CloudGuard
    • Cobalt
    • Codacy
    • Conviso
    • Cure53
    • Cycode
    • Cyver
    • Data Theorem
    • DataDog
    • DeepSource
    • DefectDojo
    • Detectify
    • Devel
    • Dynatrace
    • Edgescan
    • Endor Labs
    • Escape
    • Evolve Security
    • Faraday Security
    • FortiDevSec
    • Fortify
    • GitHub Advanced Security (GHAS)
    • GitLab Ultimate
    • GuardRails
    • HackerOne
    • Hackmetrix
    • Hadrian
    • HCL AppScan
    • Heeler
    • Hopper Security
    • ImmuniWeb
    • Inspectiv
    • Intigriti
    • Intruder
    • Invicti
    • JFrog
    • Jit
    • Kiuwan
    • Legit Security
    • Mandiant
    • Mend
    • Mindgard
    • Moderne
    • NetSPI
    • NowSecure
    • Nucleus Security
    • Oligo Security
    • Orca Security
    • Oversecured
    • OX Security
    • Phoenix Security
    • PlexTrac
    • Praetorian
    • Prancer
    • Prisma Cloud
    • Probely
    • Prowler
    • ReversingLabs
    • RunSybil
    • Safety
    • Securitum
    • Seemplicity
    • Semgrep
    • Snyk
    • Socket
    • SonarQube
    • Sonatype
    • SOOS
    • StackHawk
    • Strike
    • Synacktiv
    • Tenable Nessus
    • ThreatModeler
    • Veracode
    • White Jaguars
    • Wiz
    • Xygeni
    • ZAP
    • ZeroPath

  • Log in to the platform 

On This Page

  • AI-powered vulnerability scanner (in progress)
  • Fluid Attacks’ peer reviewer assistant (in progress)
  • Scope management improvements (in progress)
  • IntelliJ plugin enhancements (in progress)
  • SCA fix recommendations (in progress)
Find and fixSupport informationRoadmap

Roadmap

We are excited to share our priorities and upcoming features, designed to enhance security, simplify workflows, and empower you with greater efficiency and transparency.

AI-powered vulnerability scanner (in progress)

Completed: We built an AI-powered SAST scanner that automates vulnerability detection previously requiring manual analysis. It identifies SQL injections and XSS, with over 90% precision at automation speed.

Current focus: We are enhancing detection accuracy (precision and recall) and expanding CWE coverage to support a broader range of vulnerability types (aka weaknesses).

To see how we are doing on these goals, check the entries marked with “AI-SAST” in our changelog .

Fluid Attacks’ peer reviewer assistant (in progress)

Overview: A complementary security approach that provides AI-powered comments on your pull requests to help prevent vulnerability injection before code is merged. This functionality will be exclusively available on the Advanced plan.

Current focus: Currently in development with upcoming availability for Azure DevOps and GitLab integrations for SAST and SCA techniques.

To see how we are doing on these goals, check the entries marked with “Peer Reviewer” in our changelog .

Scope management improvements (in progress)

Completed: Enhanced mobile application environment registration workflow for better usability.

Current focus: Implementing table filters for environments and files to improve navigation and management.

Roadmap: Group creation redesign to make it clear that groups require both repository and environment registration.

To see how we are doing on these goals, check the entries marked with “ASPM” in our changelog .

IntelliJ plugin enhancements (in progress)

Completed: Custom Fix and reattack features are now available.

Current focus: Building Autofix capability for enhanced remediation flexibility.

Stay tuned to entries marked with “IDE plugins” in our changelog  to identify our progress on this goal.

SCA fix recommendations (in progress)

Completed: CVE fix information is now available in our database  and the platform , providing developers with immediate remediation guidance for vulnerable dependencies.

Current focus: Enhancing fix recommendations with three alternatives: (a) minimum version that fixes the CVE but may introduce new vulnerabilities, (b) minimum version that fixes without introducing new issues, and (c) nearest package version with no vulnerabilities. Rolling out these enhanced recommendations to VS Code, Cursor, and IntelliJ plugins.

Stay tuned to entries marked with “Fixes” in our changelog  to identify our progress on this goal.

Search for vulnerabilities in your apps for free with Fluid Attacks’ automated security testing! Start your 21-day free trial  and discover the benefits of the Continuous Hacking  Essential plan . If you prefer the Advanced plan, which includes the expertise of Fluid Attacks’ hacking team, fill out this contact form .

Last updated on February 13, 2026
2026AI functions

Fluid Attacks 2026. All rights reserved.